Model Comparison
Step 5 Preview
vs. Trinity Large Thinking
Comparing 2 AI models · 0 benchmarks · StepFun, Arcee AI
Recommended Pick
Strongest on: Input price, Output price, Blended price
Best Value
Step 5 Preview
100.0 value score
43.7 reasoning / $1.43/1M
Lowest Price
Trinity Large Thinking
$0.25/1M input price
Best Reasoning
Step 5 Preview
43.7 reasoning score
Blends available reasoning benchmarks
Best for Coding
Trinity Large Thinking
25.8 coding index
Differences That Matter
Best value
Step 5 Preview has the strongest quality-to-price mix at 100.0 out of 100 value points.
Price gap
Trinity Large Thinking is 4.0x cheaper on input tokens than Step 5 Preview.
Speed gap
Trinity Large Thinking generates about 3.3x as many tokens per second as Step 5 Preview.
Reasoning gap
Step 5 Preview leads Trinity Large Thinking by 32.9 points on reasoning.
Top-pick rationale
Trinity Large Thinking wins 6 measurable categories, including Input price, Output price, Blended price, Throughput.
Response Face-Off
Run one prompt through the selected models and compare response quality with live speed and cost context.
Step 5 Preview
StepFun
TTFT
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Time
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tok/s
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Tokens
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Cost
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Trinity Large Thinking
Arcee AI
TTFT
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Time
—
tok/s
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Tokens
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Cost
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Which answer was more useful?
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Full Comparison
| Metric | St Step 5 Preview | Top Pick Ar Trinity Large Thinking |
|---|---|---|
| Pricing per 1M tokens | ||
| Input Cost | $1.00/1M | $0.25/1M |
| Output Cost | $2.70/1M | $0.90/1M |
| Blended (3:1) | $1.43/1M | $0.41/1M |
| Specifications | ||
| Organization | StepFun | Arcee AI |
| Release Date | Sep 18, 2026 | Apr 1, 2026 |
| Performance & Speed | ||
| Throughput | 92.1 tok/s | 305.0 tok/s |
| TTFT | 3050ms | 1280ms |
| Latency | 24760ms | 7840ms |
| Composite Indices | ||
| Value Score | 100.0 | 85.4 |
| Reasoning Score | 43.7 | 10.8 |
| Intelligence | 43.7 | 10.8 |
| Coding | — | 25.8 |
Key Takeaways
Trinity Large Thinking offers the best value at $0.25/1M,making it ideal for high-volume applications and cost-conscious projects.
Step 5 Preview has the strongest reasoning profile with a 43.7 reasoning score,combining the available reasoning-heavy benchmarks.
Trinity Large Thinking reaches a 25.8 coding index,making it the top choice for software development and code generation tasks.
All models support context windows of ∞+ tokens,suitable for processing lengthy documents and maintaining extended conversations.
When to Choose Each Model
Step 5 Preview
- Complex reasoning tasks
- Research & analysis
Trinity Large Thinking
- Cost-sensitive applications
- High-volume processing
- Code generation
- Software development